Convolutional – recurrent neural network proxy for robust optimization and closed-loop reservoir management
Yong Do Kim, Louis J. Durlofsky
Topics & Concepts
Computer scienceRecurrent neural networkReservoir simulationMathematical optimizationProxy (statistics)SpeedupConvolutional neural networkAlgorithmArtificial intelligenceArtificial neural networkMachine learningMathematicsParallel computingPetroleum engineeringEngineeringReservoir Engineering and Simulation MethodsEnhanced Oil Recovery TechniquesHydraulic Fracturing and Reservoir Analysis